«Over the past 20 years»: Lockwood and Fröhlich (2007); another review: Bard and Frank (2006),
on model sensitivity see p. 7.
Not exact matches
The
model for the fixed - income style box is based
on the two pillars of fixed - income performance: interest - rate
sensitivity and credit quality.
Evaluate interest - rate
sensitivity of companies based
on business
model, NPV factors and capital structure
Surely an unplanned blunder
on Newsweek's part, but a blunder nonetheless (perhaps worse in the long run exactly because it was unconscious and indicates not deliberate discrimination but a naive lack of
sensitivity) A balance of exceptional
model elders with equal numbers of average everyday folk would provide a more accurate picture of the aging as they really are, with their very human combinations of merits and faults.
But that is not the case, despite the fact that some
models are based
on a degree of
sensitivity three times greater than others.
When the scientists compared the output of climate
models with a decade of satellite measurements of relative humidity, they found that the
models that best reproduced observed conditions were built
on the premise that climate
sensitivity is relatively high — 7 degrees F or more.
«We are currently working
on parameter
sensitivity analysis and Bayesian calibration of this new
model and also
on a high resolution regional simulation over the U.S. Corn Belt, all of which would not be possible without the precious computational resources provided by Blue Waters.»
The group hopes other scientists will conduct similar experiments using different
models to help hone in
on a more reliable measure of climate
sensitivity.
You can always count
on the weather... to ruin a perfectly good game === Dr Norman Page says: September 14, 2013 at 8:12 am This new
sensitivity estimate is merely a minimum tweak to a hopelessly faulty process.The climate
models are incorrectly structured because they are based
on three irrational and false assumptions.
However, studies evaluating
model performance
on key observed processes and paleoclimate evidence suggest that the higher end of
sensitivity is more likely, partially conflicting with the studies based
on the recent transient observed warming.
On the face of it the range of the IPCC
models is centrally within the A&H 90 % range, but visual inspection of Figure 1 suggests that A&H find that there is about a 45 % probability that climate
sensitivity is below the lower end of the range quoted by Meehl in August 2004 (Of course the IPCC draft report, which I have not seen, may include
models with lower
sensitivity than 2.6 ºC).
Climate skeptics tried to embrace Ruddiman simply because his views differed from conventional
models — even though
on the side of much greater
sensitivity to human intervention.
After all, the (secundary) influence of aerosols (
on clouds) is included in
models too, and its
sensitivity is far from certain...
In addition, past data can be used to provide independent estimates of climate
sensitivity, which provide a reality check
on the
models.
A 3 - D
model for the Antarctic ice sheet: a
sensitivity study
on the glacial - interglacial contrast.
Knutson, T.R., and R.E. Tuleya, 2004: Impact of CO2 - induced warming
on simulated hurricane intensity and precipitation:
Sensitivity to the choice of climate
model and convective parameterization.
In project
on BRAF - mutant melanoma and EGFR - mutant non-small cell lung cancer, we conceived a novel drug
sensitivity metric, the DIP rate, that makes it possible to incorporate drug - induced proliferation rates in predictive
models of response.
Hourdin, F., et al., 2006: The LMDZ4 general circulation
model: Climate performance and
sensitivity to parameterized physics with emphasis
on tropical convection.
To address this, we present a framework for assessing three dimensions of climate change vulnerability, namely
sensitivity, exposure and adaptive capacity; this draws
on species» biological traits and their
modeled exposure to projected climatic changes.
Given that clouds are known to be the primary source of uncertainty in climate
sensitivity, how much confidence can you place in a study based
on a
model that doesn't even attempt to simulate clouds?
There have been quite a number of papers published in recent years concerning «emergent constraints»
on equilibrium climate
sensitivity (ECS) in comprehensive global climate
models (GCMs), of both the current (CMIP5) and previous (CMIP3) generations.
Although the strength of this feedback varies somewhat among
models, its overall impact
on the spread of
model climate
sensitivities is reduced by lapse rate feedback, which tends to be anti-correlated.
But to reiterate: the difference between climate
sensitivity estimates based
on land vs. ocean data indicates that something is seriously wrong, either with the
model, or the data, or some of both.
The analysis in Crucifix (2006) indicates that there is not a good correlation between
sensitivity on the LGM side and
sensitivity to 2XCO2 in the selection of
models he looked at.
There are multiple real things to discuss about this — the methodology, the relatively small number of cores being used (compared to what could have been analyzed), the age
modeling etc. — and many interesting applications — constraints
on polar amplification, the mid-Pleistocene transition, the duration and nature of previous interglacials — but unfortunately, the bulk of the attention will be paid to a specific (erroneous) claim about Earth System
Sensitivity (ESS) that made it into the abstract and was the lead conclusion in the press release.
On synthetic data, we show that BPT provides higher sensitivity in identifying relevant features from the SMR model than permutation test and stability selection, while retaining strong control on the false positive rat
On synthetic data, we show that BPT provides higher
sensitivity in identifying relevant features from the SMR
model than permutation test and stability selection, while retaining strong control
on the false positive rat
on the false positive rate.
They conclude, based
on study of CMIP5
model output, that equilibrium climate
sensitivity (ECS) is not a fixed quantity — as temperatures increase, the response is nonlinear, with a smaller effective ECS in the first decades of the experiments, increasing over time.
Because this climate
sensitivity is derived from empirical data
on how Earth responded to past changes of boundary conditions, including atmospheric composition, our conclusions about limits
on fossil fuel emissions can be regarded as largely independent of climate
models.
We furthermore suggested that Cluster N is likely to process such light - mediated magnetic compass responses, based
on the fact that Cluster N is the only known forebrain area that is highly active during magnetic compass orientation, and
on the theoretical
model [7]
on magnetic field modulation of the light
sensitivity of specialized receptor molecules in the retina of the birds, [for detailed arguments see 13], [14].
Research performed
on human males with androgen insensitivity syndrome compared to the classical sexual development
models which were created from research
on rats, indicates that the rat
model does not account for the
sensitivity of the hypothalamal - hypophyseal - gonadal axis with fluctuations in hormonal levels, namely androgens and estrogens.7
BEST CINEMATOGRAPHY: Robby Müller's work
on Saint Jack was so unostentatious in its
sensitivity to place, climate, hour of day or night, and the very temperature of colors, it immediately suggested itself as a
model of the sort of miraculous cinematography never noticed by A.S.C. Oscar nominators.
A relevant difference is that this
model also has active digitizer support, built particularly for Asus» own Z Stylus digitizer with support up to 1024 levels of pressure
sensitivity with a 1.2 mm ball tip
on the pen.
The aim of this study is to investigate the impact of small - scale atmospheric fluctuations
on the
modeled climate
sensitivity to increased CO2 concentration.
When
modelling the effect
on global temperature, they are using the equivilant of 3.18 deg C equilibriom
sensitivity which is par for the course.
This is based
on one
model, and that
model has flaws (especially its temperature
sensitivity that seems too great (David Galbraith's work), and its rainfall that seems to low (our PNAS paper PDF).
Model results don't depend critically
on resolution — the climate
sensitivity of the
models is not a function of this in any obvious way, and the patterns of warming seen in coarse resolution
models from the 1980s are very similar to those from AR4 or the upcoming AR5 (~ 50 times more horizontal grid points).
Even the admirable Revkin doesn't get it quite right:
On horizontal surfaces, observations and modeling show a role for melting in both the baseline ablation and the sensitivity of ablation to precipitation and temperature; melting is the dominant ablation mechanism on vertical ice cliffs; and though Kaser et al find «no evidence» about rising temperatures, it is only because the in situ studies don't cover a long enough period to detect trend
On horizontal surfaces, observations and
modeling show a role for melting in both the baseline ablation and the
sensitivity of ablation to precipitation and temperature; melting is the dominant ablation mechanism
on vertical ice cliffs; and though Kaser et al find «no evidence» about rising temperatures, it is only because the in situ studies don't cover a long enough period to detect trend
on vertical ice cliffs; and though Kaser et al find «no evidence» about rising temperatures, it is only because the in situ studies don't cover a long enough period to detect trends.
My experience is that most groups do not «precisely» tune their
models to 20th Century trends or climate
sensitivity, but given this example and the Hourdin results, more clarity
on exactly what is done (whether explicitly or implicitly) is needed.
Myles is
on much stronger ground when he argued that the mean
model response (~ 3ºC
sensitivity) wasn't terribly interesting because it is just a reflection of the basic
model they started with before any perturbations, which is true.
Bayesian estimation of climate
sensitivity based
on a simple climate
model fitted to observations oh hemispheric temperature and global ocean heat content.
However I have sympathy with Myles Allen feeling aggrieved that he was not informed of the RealClimate post he felt unfair (although I had taken
on board the point Myles makes about
models producing a wide range of apparent
sensitivities).
On a similar issue, the article contains an example of the MPI - Hamburg
model being tuned to avoid a 7ºC
sensitivity.
This kind of forecast doesn't depend too much
on the
models at all — it is mainly related to the climate
sensitivity which can be constrained independently of the
models (i.e. via paleo - climate data), moderated by the thermal inertia of the oceans and assuming the (very likely) continuation of CO2 emissions at present or accelerated rates.
In
sensitivity experiments the influence of removed orography of Greenland
on the Arctic flow patterns and cyclone tracks during winter have been determined using a global coupled
model and a dynamical downscaling with the regional atmospheric
model HIRHAM.
Of course, these evaluations rely
on the
models being able to mimic the
sensitivity of the real climate system and assume that paleoclimatic reconstructions of the temperature do adequately describe the past climate variations.
you noted that the
sensitivity used in the Hansen
model of about 4C per doubling was a little higher than what would be the best guess based
on observations.
The link is based
on a single
modelling sensitivity study (Rotstayn and Lohmann, 2002) which looked at only the changes in the indirect effect from the pre-industrial (ca. 1850) to the present day.
Roy Spencer's research appears to have affirmed that
models are demonstrably and fatally wrong
on the threshold question of climate
sensitivity.»
Here we have a bunch of
models in very close agreement
on CO2
sensitivity, but not even close
on precipitation rates.
If a
model with a
sensitivity of 4.2 deg C / 2xCO2 went a little high (given current understandings of the forcings), and a
model with a
sensitivity of 3 deg C / 2xCO2 would have been spot
on, I think that is support for a
sensitivity of around 3 deg C, and that is definitely cause for concern.